The proof of the above two theorems utilize some tools in [1]}, [2]}, [3]}. A difficulty compared with existing literature in standard learning is that the relationship between \(\theta _0\)  and \(\theta ^*\)  is nonlinear, and \(\theta ^*\)  further depends on \(\Sigma \) . The details are in Appendix .
